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name":"logistic_regression","writeup":"TIC 44533527 is a newly discovered eclipsing binary star system that orbits with a period of 14.5952 days. When the primary star passes in front of its companion, the system dims by 0.10 percent - a subtle change that the TESS mission detected with a signal-to-noise ratio of 12.0. Notably, no secondary eclipse was detected when the companion star should have crossed in front of the primary. This candidate passed all data quality checks and appears in none of the six major variable-star catalogs, making it a genuine new discovery. Follow-up observations could help astronomers characterize this system and understand the properties of its two stellar components."}